CEREBRUM-7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes

CEREBRUM-7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes

Ultra-high-field magnetic resonance imaging (MRI) enables sub-millimetre resolution imaging of the human brain, allowing the study of functional circuits of cortical layers at the meso-scale. An essential step in many functional and structural neuroimaging studies is segmentation, the operation of p...

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Bibliographic Details
Main Authors: Benini, S. (Author), Bontempi, D. (Author), Muckli, L. (Author), Svanera, M. (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
3D image analysis
adult
aged
anatomy and histology
Article
basal ganglion
brain
Brain
brain MRI segmentation
brain size
brain stem
cerebellum
cerebrospinal fluid
convolutional neural network
convolutional neural networks
cross validation
diagnostic imaging
female
human
human experiment
Humans
image analysis
image processing
Image Processing, Computer-Assisted
image segmentation
Magnetic Resonance Imaging
male
Neural Networks, Computer
neuroimaging
Neuroimaging
nuclear magnetic resonance imaging
procedures
segmentation algorithm
supervised machine learning
weakly supervised learning
white matter
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